MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
作者提供的说明(英文原文)
Live SEO data: Google/Bing SERP, AI Overview sources, keyword difficulty, backlinks, page audits.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
Authorization标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http seo https://api.callaiapi.com/mcp --header 'Authorization: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"seo": {
"url": "https://api.callaiapi.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"seo": {
"type": "http",
"url": "https://api.callaiapi.com/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
Authorization 机密 必填 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
google_serpLive Google organic search results for a keyword in a given country and language: ranks, titles, URLs, snippets, plus the AI Overview text and the sources it cites. Billed per call (about $0.002 for depth 10).
bing_serpLive Bing organic search results for a keyword in a given country and language: ranks, titles, URLs, snippets. Billed per call (about $0.002 for depth 10).
keyword_overviewGoogle search volume, CPC, competition, keyword difficulty (0–100) and main search intent for up to 100 keywords in one call. About $0.01 per call plus $0.0001 per keyword.
keyword_ideasLong-tail keywords that contain the seed keyword, with search volume, CPC, keyword difficulty and intent. Use it to find low-difficulty commercial keywords. About $0.01 per call plus $0.0001 per keyword returned.
ranked_keywordsGoogle organic keywords a domain (or URL) currently ranks for, sorted by estimated traffic: keyword, volume, difficulty, position, ranking URL and estimated traffic. About $0.01 per call plus $0.0001 per row.
domain_overviewEstimated Google organic traffic, number of ranking keywords and their position distribution for a domain, plus paid search totals. About $0.01 per call.
keyword_gapKeywords the competitor ranks for on Google that your domain does not, sorted by search volume: the content gap to target. About $0.01 per call plus $0.0001 per row.
backlinks_summaryBacklink totals for a domain: domain rank (0–1000), backlinks, referring domains, nofollow share, broken backlinks, spam score and first-seen date. About $0.02 per call.
referring_domainsDomains linking to the target, strongest first: rank, backlink count, spam score and first-seen date. About $0.02 per call plus a small per-row fee.
page_auditFetches one URL and reports its on-page SEO: status code, title, meta description, canonical, headings, word count, link and image counts, load timing, on-page score and all on-page checks. About $0.0002 per call.
dataforseo_requestCalls any DataForSEO v3 endpoint directly when no dedicated tool fits (Google Maps, YouTube, Amazon keywords, Google Trends, LLM mentions, WHOIS, technologies, task_post/task_get and more). Body and response follow the DataForSEO v3 docs at https://docs.dataforseo.com/v3/. Billed
keyword_suggestionsAutocomplete suggestions from Google, Bing, YouTube, Amazon, Baidu, DuckDuckGo, Yahoo and Yandex, merged and de-duplicated. No search volume; pass the results to keyword_overview for metrics. Free: needs an API key but no balance.
check_robotsFetches a site's robots.txt and returns its status and contents. Free: needs an API key but no balance.
check_sitemapFinds a site's sitemaps through robots.txt (falling back to /sitemap.xml) and returns each one's status, number of URLs and a sample. Free: needs an API key but no balance.
page_metaFetches one URL and returns its status, final URL, title, meta description, canonical, meta robots, X-Robots-Tag, hreflang and H1s, as a browser or as Googlebot. Reads the raw HTML without running JavaScript. For a full audit use page_audit. Free: needs an API key but no balance.
redirect_chainFollows a URL's redirects and returns the status and target of every hop, up to 5. Free: needs an API key but no balance.
dns_lookupA, AAAA, CNAME, MX, NS and TXT records of a domain, from public resolvers. Free: needs an API key but no balance.
email_auth_checkChecks a domain's MX, SPF, DKIM, DMARC and MTA-STS records and says whether it can be spoofed, with the issues to fix. Without dkim_selector it tries the common selectors, so a missing DKIM result is not proof of absence. Free: needs an API key but no balance.
domain_check_startChecks up to 100 domains (for buying expired or used domains): web archive history, Baidu index and backlinks, ending in a clean, suspect or rejected verdict with reasons. Charged per domain, about $0.02. Set dry_run first to see the exact cost and show it to the user. Runs in th
domain_check_resultsProgress and per-domain verdicts of a check started with domain_check_start: verdict, reason, first archive year, stable years, Baidu results, referring domains and spam score. A check can take minutes; rows stay pending until their steps finish. Reading is free.
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
发布者(callaiapi.com)不是仓库所有者(hanshengcc);可能是其他人代为上架的
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 132 毫秒内响应(HTTP 200)
无需登录
已读取 20 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 2 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:Authorization
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于3天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
中文说明
CallAI gives your AI agent real search data instead of guesses: live Google and Bing results (including the Google AI Overview and the sites it cites), keyword volume and difficulty, long-tail ideas, competitor keyword gaps, domain traffic, backlinks and on-page audits.
It works two ways:
@callaiapi/seo. Installs the tools plus a callai-seo skill that teaches the agent how to do keyword research, competitor analysis, GEO checks and audits.https://api.callaiapi.com/mcp, for Claude Code, Cursor, VS Code, Cline, Windsurf and any other MCP client. Nothing to install.Data comes from DataForSEO. Paid tools bill your CallAI balance per call: top up from $1, no subscription, balance never expires. Every result states what that call cost. Seven free tools need only an API key. Anyone can list the tools without a key.
sk-live-…. You can set a spend limit per key.Requires dsh 0.2.0 or later.
dsh plugin --profile web add @callaiapi/seo
Use your own profile name instead of web if you run another one (ls ~/.dsh/profiles). You can also install @callaiapi/seo from a plugin shop such as dsh-plugin-shop. Restart dsh afterwards — a newly added plugin is not loaded into a running process.
The plugin looks for the key in this order and uses the first one it finds:
| Where | How |
|---|---|
Plugin setting apiKey | In the profile's cordis.patch.yml (below), or in the plugin's settings page if your dsh build shows one |
dsh credential CALLAI_API_KEY | Saved through dsh's credential settings, or in ~/.dsh/.credentials.yaml under refs, or in ~/.dsh/.env (profiles with the credentials service, such as web) |
Environment variable CALLAI_API_KEY | CALLAI_API_KEY=sk-live-… dsh web — works in every profile, including headless |
Profile patch, in ~/.dsh/profiles/ /cordis.patch.yml:
- id: callai-seo
config: apiKey: sk-live-your-key
.env file, in ~/.dsh/.env:
CALLAI_API_KEY=sk-live-your-key
Saving the credential through dsh reconnects automatically; changes to the patch file, .env or the environment take effect after a dsh restart.
Start a session and ask *"Which mcp__callai tools do you have?"* — the agent should list 20 tools, and *"Audit https://example.com"* should come back with real data and a billed_usd line.
| Setting | Default | Meaning |
|---|---|---|
apiKey | empty | Your CallAI key. Empty means: use the CALLAI_API_KEY credential or environment variable |
url | https://api.callaiapi.com/mcp | MCP endpoint. Change only if you were given another one |
toolCallTimeoutMs | 120000 | Per-call timeout; deep SERP and backlink calls can take up to a minute |
dsh plugin --profile web remove @callaiapi/seo
| Setting | Value |
|---|---|
| Transport | Streamable HTTP |
| URL | https://api.callaiapi.com/mcp |
| Header | Authorization: Bearer sk-live-your-key |
Claude Code
claude mcp add --transport http callai https://api.callaiapi.com/mcp \
--header "Authorization: Bearer sk-live-your-key"
Cursor — .cursor/mcp.json in your project, or ~/.cursor/mcp.json:
{
"mcpServers": { "callai": { "url": "https://api.callaiapi.com/mcp", "headers": { "Authorization": "Bearer sk-live-your-key" } } } }
VS Code (Copilot agent mode) — .vscode/mcp.json:
{
"inputs": [ { "type": "promptString", "id": "callai-key", "description": "CallAI API key", "password": true } ], "servers": { "callai": { "type": "http", "url": "https://api.callaiapi.com/mcp", "headers": { "Authorization": "Bearer ${input:callai-key}" } } } }
Windsurf, Cline and other clients — add a remote / Streamable HTTP server with the URL and header above. Clients that only support local (stdio) servers can bridge with mcp-remote:
{
"mcpServers": { "callai": { "command": "npx", "args": ["-y", "mcp-remote", "https://api.callaiapi.com/mcp", "--header", "Authorization:${AUTH_HEADER}"], "env": { "AUTH_HEADER": "Bearer sk-live-your-key" } } } }
You don't call tools yourself — describe the job and the agent picks the tools. Examples:
In dsh the tools appear as mcp__callai__ ; other clients show . Every result is JSON with billed_usd (what the call cost) and result. Parameters marked * are required. Every tool except the backlink and audit tools also accepts location_code and language_code (section 6).
| Tool | Parameters | Returns |
|---|---|---|
google_serp | keyword*, depth 10–100 (default 10), device desktop/mobile | Ranked results (title, URL, domain, snippet); the AI Overview text with its cited sources when Google shows one |
bing_serp | same as google_serp | Ranked Bing results |
keyword_overview | keywords* (up to 100) | Per keyword: search volume, CPC, competition, keyword difficulty 0–100, main intent |
keyword_ideas | keyword*, limit 1–200 (default 50), max_difficulty 0–100 | Long-tail keywords containing the seed, by volume, with the same metrics |
ranked_keywords | target* domain, limit 1–200 (default 50) | Keywords the domain ranks for, by estimated traffic: position, ranking URL, metrics |
domain_overview | target* domain | Estimated organic traffic, number of ranking keywords, position distribution, paid search totals |
keyword_gap | competitor*, your_domain*, limit 1–200 (default 50) | Keywords the competitor ranks for and you don't, by volume, with the competitor's position and URL |
backlinks_summary | target* domain | Domain rank 0–1000, backlinks, referring domains, nofollow count, broken backlinks, spam score, first seen |
referring_domains | target* domain, limit 1–200 (default 50) | Linking domains, strongest first: rank, backlinks, spam score, first seen |
page_audit | url* | Status code, title, meta description, canonical, headings, word count, link and image counts, timing, on-page score, all checks |
dataforseo_request | path*, method POST/GET, body | Any other DataForSEO v3 endpoint — Google Maps, YouTube, Amazon keywords, Google Trends, LLM mentions, WHOIS, technologies, async task_post/task_get |
domain_check_start | domains* (up to 100), dry_run, rules | Starts a check of archive history, Baidu index and backlinks. Charged per domain, about $0.02; dry_run returns the cost without charging |
domain_check_results | check_id*, verdict, limit, after | Progress and per-domain verdict, reason and facts. Free to read |
These need an API key but no balance, within a daily allowance of 200 units per account. keyword_suggestions counts 1 unit in seed mode, 3 in questions and 5 in az; the others count 1.
| Tool | Parameters | Returns |
|---|---|---|
keyword_suggestions | keyword*, engines, market, mode seed/questions/az | Autocomplete suggestions from Google, Bing, YouTube, Amazon, Baidu, DuckDuckGo, Yahoo and Yandex. No search volume |
check_robots | url* | Status and contents of robots.txt |
check_sitemap | url* | Sitemaps found through robots.txt or /sitemap.xml: status, URL count, sample |
page_meta | url*, fetch_as bot/googlebot | Status, final URL, title, description, canonical, robots, X-Robots-Tag, hreflang, H1s, from raw HTML |
redirect_chain | url* | Status and target of every redirect, up to 5 |
dns_lookup | domain* | A, AAAA, CNAME, MX, NS and TXT records |
email_auth_check | domain*, dkim_selector | MX, SPF, DKIM, DMARC and MTA-STS records, with an audit of what to fix |
Domains can be given as example.com, www.example.com or a full URL.
Default market: United States (location_code 2840), English (language_code en). Tell the agent the market in plain words ("for Germany, in German") and it sets the codes.
| Market | location_code | Typical language_code |
|---|---|---|
| United States | 2840 | en |
| United Kingdom | 2826 | en |
| Canada | 2124 | en / fr |
| Australia | 2036 | en |
| Germany | 2276 | de |
| France | 2250 | fr |
| Spain | 2724 | es |
| Italy | 2380 | it |
| Brazil | 2076 | pt |
| Japan | 2392 | ja |
| India | 2356 | en / hi |
Full list: DataForSEO locations.
Calls are billed at the DataForSEO cost plus CallAI's margin; the exact amount is in each result's billed_usd and in your console call log. Typical costs:
| Call | Approx. cost |
|---|---|
google_serp / bing_serp, 10 results | $0.0024 |
keyword_overview, 10 keywords | $0.013 |
keyword_ideas / ranked_keywords / keyword_gap, 50 rows | $0.018 |
domain_overview | $0.015 |
backlinks_summary | $0.029 |
referring_domains, 50 rows | about $0.03 |
page_audit | $0.0002 |
A full keyword research session (ideas → metrics → SERP checks for five keywords) usually costs well under $0.10.
To keep spend predictable:
| Problem | Fix |
|---|---|
No mcp__callai__ tools in dsh | Restart dsh after installing. Check the key is set (section 2); without a key the plugin logs [callai-seo] No API key and adds no tools |
401 / "Invalid or inactive API key" | Use the full key including sk-live-; check it is active in the console |
429 "spend limit reached" | Raise the key's spend limit or use another key |
| "Insufficient CallAI balance" | Top up at https://callaiapi.com/portal?tab=topup |
| `Task fa
只显示了开头部分;其余内容请在仓库中阅读